{"version":"1.0","generated_at":"2026-11-04T10:43:40.267763","id":3785,"slug":"history-review-20261104","title":"2026-11-04 历史回顾自动编排","summary":"系统把高分内容整理成可复盘的历史精选回顾。","abstract":"2026-11-04 历史回顾自动编排 系统把高分内容整理成可复盘的历史精选回顾。 历史回顾 GitHub Copilot 通过 Agent Client Protocol 接入 JetBrains Air，支持在 JetBrains IDE 内或云端沙箱中委派编码任务、引导执行并审查结果；云端任务消耗 Copilot 订阅而非 JetBrains AI 额度，但需要企业组织与管理员开通。 （评分 98） Google 10 月 AI 更新汇总：Gemini 4 Argon 全球推出，Carbon 进入预发布测试；Genie 4 支持实时交互世界模拟；SynthID Detector 全球英文上线；Android 增强反诈保护。 （评分 98） Microsoft 宣布将 GitHub 团队打造的 Copilot harness 通过 Microsoft Foundry 向开发者和企业开放，该 harness 已驱动 Copilot Code、Copilot Studio、GitHub Copilot app 和 CLI 等产品。 （评分 98） Google DeepMind 发布 Gemini 4 Carbon，称其为最强模型，重点提升网络安全与长时程能力。原文称其在 Artificial Analysis Intelligence Index v5.0 以 59 分排名第一，并在 SEC-bench Pro 88.2%、ExploitGym 54.8%、CWE-bench 71.0% 等安全基准领先；模型面向可持续数天的 agentic 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